Python Regression

Open-source Python projects categorized as Regression
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Topics: Python Machine Learning Classification Data Science Deep Learning
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Top 20 Python Regression Projects

  • orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

    • Project mention: Hierarchical Clustering | news.ycombinator.com | 2024-04-20

    I know I've tooted its horn before, but Orange3 is a pretty neat Python-based GUI platform that makes this and a metric buttload of other statistical/ML techniques available to non-programmer types.

    Just watch out for null character `x00` in the corpus. That always seems to kill it stone dead.

    https://orangedatamining.com/

    https://orange3.readthedocs.io/projects/orange-visual-progra...

  • lazypredict

    Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • orbit

    A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood. (by uber)

  • MLBox

    MLBox is a powerful Automated Machine Learning python library.

  • AlphaPy

    Python AutoML for Trading Systems and Sports Betting

    • Project mention: AlphaPy: machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though | /r/algoprojects | 2023-12-10

  • imbalanced-regression

    [ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

  • Machine-Learning

    Implementation of different ML Algorithms from scratch, written in Python 3.x (by Gautam-J)

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • Regressio

    A python library for univariate regression, interpolation, and smoothing.

  • auton-survival

    Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

  • deep-kernel-transfer

    Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)

  • mozregression

    Regression range finder for Mozilla nightly builds

    • Project mention: Does anyone can test http://turnjs.com/ on Firefox? I tried one and it's broken since Firefox nightly 122.01a | /r/firefox | 2023-12-09

    It seems broken for me too on 122.0a1 nightly. Can you use mozregression to narrow down when it happened? That would greatly help narrow down what part broke, and help to file an informative bug.

  • gmr

    Gaussian Mixture Regression

  • tmu

    Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

    • Project mention: Tsetlin machine – the other AI toolbooks | news.ycombinator.com | 2023-12-09

  • llm4regression

    Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their context, without any parameter update

    • Project mention: LLM Is a Capable Regressor When Given In-Context Examples | news.ycombinator.com | 2024-04-13

    If you're interested in exploring other metrics, the output of the models and code examples for how to read them are available at: https://github.com/robertvacareanu/llm4regression/tree/main/...

    For example:

  • Gumbi

    Gaussian Process Model Building Interface

  • krisi

    ⏳ Evaluation of Time-Series Predictions with powerful pdf and web Reporting. Tailored for evaluation of metrics over time!

    • Project mention: Show HN: Krisi, report forecasting performance over time | news.ycombinator.com | 2023-05-08

  • Regress.me

    The source code for https://regress.me. An easy to use analytics tool.

  • deodel

    A mixed attributes predictive algorithm implemented in Python.

    • Project mention: [P] New predictor does classification intermixed with regression | /r/MachineLearning | 2023-07-17

  • Genome

    Genome Network Ala Neural Network (by DanShai)

  • ols_regression

    OLS regression with possibility of controlling for fixed effects and robust standard errors

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python Regression related posts

Index

What are some of the best open-source Regression projects in Python? This list will help you:

Project Stars
1 orange 4,604
2 lazypredict 2,661
3 orbit 1,799
4 MLBox 1,475
5 AlphaPy 1,049
6 imbalanced-regression 757
7 Machine-Learning 404
8 Regressio 337
9 auton-survival 292
10 deep-kernel-transfer 190
11 mozregression 170
12 gmr 156
13 tmu 108
14 llm4regression 88
15 Gumbi 48
16 krisi 20
17 Regress.me 14
18 deodel 5
19 Genome 3
20 ols_regression 0

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